Run
158444

Run 158444

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(1)_r1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9407
Per class
Confusion matrix
F measure
0.909
Per class
Kappa
0.8015
KB relative information score
761380.4674
Mean absolute error
0.1264
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9092
Per class
Predictive accuracy
0.9089
Prior entropy
1
Recall
0.9089
Per class
Relative absolute error
0.2528
Root mean prior squared error
0.5
Root mean squared error
0.2728
Root relative squared error
0.5456